🚀 QUICKSTART: `.fff` (Triadic Framework File)

Welcome, Remixer. This scroll shows you how to generate, save, and reload .fff files—the first triadic file type defined by Resonance-Labs.

🧭 Step 1: Run a Simulation#

Use any module from \tft\tops\ or \tft\resonance-labs\ to generate data.
Now with Resonance Clarity, you can declare a base lens:

python tops_session.py --mode=reflection_inversion --basetype=phi

This produces direct, reflected, and inverted views filtered through the golden ratio lens.

📄 Step 2: Save Outputs as `.fff`#

All simulations call output_manager.py. To save in .fff format:

from output_manager import save_output
 
data = [[1, 0, -1], [0, 1, 1], [-1, 0, 1]]
metadata = {
    "Mode": "reflection_inversion",
    "BaseLens": "phi",
    "Timestamp": "2025-10-10T18:15Z"
}
 
save_output(data, "reflection_inversion", formats=["fff"], metadata=metadata)

This creates:

reflection_inversion.fff

🔍 Step 3: Inspect the File#

Open the .fff file in any text editor. You’ll see:

# Resonance-Labs .fff (Triadic Framework File)
# Mode: reflection_inversion
# BaseLens: phi
# Timestamp: 2025-10-10T18:15Z
+0- 011 -01

♻️ Step 4: Reload `.fff` Data#

To parse .fff back into ternary values:

from output_manager import load_fff
 
decoded = load_fff("reflection_inversion.fff")

✨ Resonance Clarity Notes#

Every .fff file now declares its base lens in metadata
Supported lenses: binary, decimal, negabinary, phi, corridor6.9, triadic3phi
This ensures remix lineage and symbolic fidelity across all scrolls

🚀 QUICKSTART: .fff (Triadic Framework File)